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Dr. M. (Marios) Avgeris

Faculteit der Natuurwetenschappen, Wiskunde en Informatica
Informatics Institute
Expertisegebied: Edge Fog & Cloud Computing, Computational Offloading, Network Resource Allocation, NFV/SFC Placement, Network Optimization & Management, Intent-Based Networking, IoT, Reinforcement Learning (RL), Control Theory, 5G/6G Networks, In-Network Machine Learning
Bezoekadres
  • Science Park 900
  • Kamernummer: L5.20
Postadres
  • Postbus 94323
    1090 GH Amsterdam
Contactgegevens
Social media
  • Publicaties

    2025

    • Doan, K., Avgeris, M., Leivadeas, A., Lambadaris, I., & Shin, W. (2025). Cooperative Learning-Based Framework for VNF Caching and Placement Optimization Over Low Earth Orbit Satellite Networks. IEEE Transactions on Vehicular Technology, 74(3), 4758-4773. https://doi.org/10.1109/TVT.2024.3487015

    2024

    • Bouhoula, S., Avgeris, M., Leivadeas, A., & Lambadaris, I. (2024). DRL-based Trajectory Planning and Sensor Task Scheduling for Edge Robotics. In 2024 IEEE 10th World Forum on Internet of Things, WF-IoT 2024 (pp. 352-357). (2024 IEEE 10th World Forum on Internet of Things, WF-IoT 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WF-IoT62078.2024.10811394
    • Khan, S., Avgeris, M., Gascon-Samson, J., & Leivadeas, A. (in press). EMDTORA: Energy-Aware Multi-User Dependent Task Offloading and Resource Allocation in MEC Using Graph-Enabled DRL. IEEE Transactions on Green Communications and Networking. https://doi.org/10.1109/TGCN.2024.3514578
    • Mohamed, R., Avgeris, M., Leivadeas, A., & Lambadaris, I. (2024). Fragmentation-Aware VNF Placement: A Deep Reinforcement Learning Approach. In M. Valenti, D. Reed, & M. Torres (Eds.), ICC 2024 - IEEE International Conference on Communications (pp. 5257-5262). (IEEE International Conference on Communications). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICC51166.2024.10623068
    • Mohamed, R., Avgeris, M., Leivadeas, A., & Lambadaris, I. (2024). Online VNF Placement using Deep Reinforcement Learning and Reward Constrained Policy Optimization. In 2024 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2024 (pp. 269-274). (2024 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MeditCom61057.2024.10621193
    • Mohamed, R., Avgeris, M., Leivadeas, A., Lambadaris, I., Chinneck, J., Morris, T., & Djukic, P. (2024). Service function chain network planning through offline, online and infeasibility restoration techniques. Computer Networks, 242, Article 110241. https://doi.org/10.1016/j.comnet.2024.110241
    • Salah, T. B., Avgeris, M., Leivadeas, A., & Lambadaris, I. (2024). VNF Placement and Dynamic NUMA Node Selection Through Core Consolidation at the Edge and Cloud. IEEE Transactions on Network and Service Management, 21(4), 4655-4668. https://doi.org/10.1109/TNSM.2024.3387275

    2023

    • Avgeris, M., Leivadeas, A., & Lambadaris, I. (2023). A Reinforcement-Learning Self-Healing Approach for Virtual Network Function Placement. In K. Akkaya, O. Festor, C. Fung, M. A. Rahman, L. Z. Granville, & C. R. P. dos Santos (Eds.), Proceedings of IEEE/IFIP Network Operations and Management Symposium 2023, NOMS 2023 (Proceedings of IEEE/IFIP Network Operations and Management Symposium 2023, NOMS 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NOMS56928.2023.10154429
    • Avgeris, M., Leivadeas, A., & Lambadaris, I. (2023). Reinforcement Learning-enabled Auctions for Self-Healing in Service Function Chaining. In 2023 IEEE International Conference on Communications Workshops: Sustainable Communications for Renaissance, ICC Workshops 2023 (pp. 776-781). (2023 IEEE International Conference on Communications Workshops: Sustainable Communications for Renaissance, ICC Workshops 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCWorkshops57953.2023.10283498
    • Avgeris, M., Leivadeas, A., Athanasopoulos, N., Lambadaris, I., & Falkner, M. (2023). Model Predictive Control for Automated Network Assurance in Intent-Based Networking enabled Service Function Chains. In K. Akkaya, O. Festor, C. Fung, M. A. Rahman, L. Z. Granville, & C. R. P. dos Santos (Eds.), Proceedings of IEEE/IFIP Network Operations and Management Symposium 2023, NOMS 2023 (Proceedings of IEEE/IFIP Network Operations and Management Symposium 2023, NOMS 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NOMS56928.2023.10154316
    • Avgeris, M., Mechennef, M., Leivadeas, A., & Lambadaris, I. (2023). A Two-Stage Cooperative Reinforcement Learning Scheme for Energy-Aware Computational Offloading. In 2023 IEEE 24th International Conference on High Performance Switching and Routing, HPSR 2023 (pp. 179-184). (IEEE International Conference on High Performance Switching and Routing, HPSR; Vol. 2023-June). IEEE Computer Society Press. https://doi.org/10.1109/HPSR57248.2023.10147932
    • Doan, K., Avgeris, M., Leivadeas, A., Lambadaris, I., & Shin, W. (2023). Service Function Chaining in LEO Satellite Networks via Multi-Agent Reinforcement Learning. In GLOBECOM 2023 - 2023 IEEE Global Communications Conference (pp. 7145-7150). (Proceedings - IEEE Global Communications Conference, GLOBECOM). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GLOBECOM54140.2023.10437296
    • Landeau, G., Avgeris, M., Leivadeas, A., & Lambadaris, I. (2023). Security-Oriented Network Intent Placement using Particle Swarm Optimization. In 2023 7th Cyber Security in Networking Conference, CSNet 2023 (pp. 19-22). (2023 7th Cyber Security in Networking Conference, CSNet 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CSNet59123.2023.10339783
    • Spatharakis, D., Avgeris, M., Athanasopoulos, N., Dechouniotis, D., & Papavassiliou, S. (2023). Resource-Aware Estimation and Control for Edge Robotics: A Set-Based Approach. IEEE Internet of Things Journal, 10(3), 2003-2020. https://doi.org/10.1109/JIOT.2022.3141266

    2022

    • Avgeris, M., Spatharakis, D., Dechouniotis, D., Leivadeas, A., Karyotis, V., & Papavassiliou, S. (2022). ENERDGE: Distributed Energy-Aware Resource Allocation at the Edge. Sensors, 22(2), Article 660. https://doi.org/10.3390/s22020660
    • Bouhoula, S., Avgeris, M., Leivadeas, A., & Lambadaris, I. (2022). Computational Offloading for the Industrial Internet of Things: A Performance Analysis. In 2022 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2022 (pp. 1-6). (2022 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MeditCom55741.2022.9928770

    2021

    • Dimolitsas, I., Avgeris, M., Spatharakis, D., Dechouniotis, D., & Papavassiliou, S. (2021). Enabling Industrial Network Slicing Orchestration: A Collaborative Edge Robotics Use Case. In 2021 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2021 (pp. 215-220). (2021 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MeditCom49071.2021.9647615
    • Saeik, F., Avgeris, M., Spatharakis, D., Santi, N., Dechouniotis, D., Violos, J., Leivadeas, A., Athanasopoulos, N., Mitton, N., & Papavassiliou, S. (2021). Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions. Computer Networks, 195, Article 108177. https://doi.org/10.1016/j.comnet.2021.108177
    • Saeik, F., Violos, J., Leivadeas, A., Avgeris, M., Spatharakis, D., & Dechouniotis, D. (2021). User Association and Behavioral Characterization during Task Offloading at the Edge. In 2021 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2021 (pp. 70-75). (2021 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MeditCom49071.2021.9647588
    • Spatharakis, D., Avgeris, M., Kakkavas, G., Papadakis-Vlachopapadopoulos, K., Dimolitsas, I., Dechouniotis, D., Karyotis, V., & Papavassiliou, S. (2021). Industrial Robotics Experimentation over Federated Next Generation Internet Testbeds. In 2021 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2021 (pp. 464-465). (2021 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MeditCom49071.2021.9647524

    2020

    • Papathanail, G., Pentelas, A., Fotoglou, I., Papadimitriou, P., Katsaros, K. V., Theodorou, V., Soursos, S., Spatharakis, D., Dimolitsas, I., Avgeris, M., Dechouniotis, D., & Papavassiliou, S. (2020). MESON: Optimized Cross-Slice Communication for Edge Computing. IEEE Communications Magazine, 58(10), 23-28. Article 9247518. https://doi.org/10.1109/MCOM.001.2000207
    • Spatharakis, D., Avgeris, M., Athanasopoulos, N., Dechouniotis, D., & Papavassiliou, S. (2020). A Switching Offloading Mechanism for Path Planning and Localization in Robotic Applications. In Proceedings - IEEE Congress on Cybermatics: 2020 IEEE International Conferences on Internet of Things, iThings 2020, IEEE Green Computing and Communications, GreenCom 2020, IEEE Cyber, Physical and Social Computing, CPSCom 2020 and IEEE Smart Data, SmartData 2020 (pp. 77-84). Article 9291664 (Proceedings - IEEE Congress on Cybermatics: 2020 IEEE International Conferences on Internet of Things, iThings 2020, IEEE Green Computing and Communications, GreenCom 2020, IEEE Cyber, Physical and Social Computing, CPSCom 2020 and IEEE Smart Data, SmartData 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics50389.2020.00031

    2019

    • Avgeris, M., Dechouniotis, D., Athanasopoulos, N., & Papavassiliou, S. (2019). Adaptive resource allocation for computation offloading: A control-theoretic approach. ACM Transactions on Internet Technology, 19(2), Article 23. https://doi.org/10.1145/3284553
    • Avgeris, M., Spatharakis, D., Athanasopoulos, N., Dechouniotis, D., & Papavassiliou, S. (2019). Single vision-based self-localization for autonomous robotic agents. In M. Younas, I. Awan, & F. Portela (Eds.), Proceedings - 2019 International Conference on Future Internet of Things and Cloud Workshops, FiCloudW 2019 (pp. 123-129). Article 9052240 (Proceedings - 2019 International Conference on Future Internet of Things and Cloud Workshops, FiCloudW 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FiCloudW.2019.00035
    • Avgeris, M., Spatharakis, D., Dechouniotis, D., Kalatzis, N., Roussaki, I., & Papavassiliou, S. (2019). Where there is fire there is smoke: A scalable edge computing framework for early fire detection. Sensors (Switzerland), 19(3), Article 639. https://doi.org/10.3390/s19030639
    • Kalatzis, N., Routis, G., Marinellis, Y., Avgeris, M., Roussaki, I., Papavassiliou, S., & Anagnostou, M. (2019). Semantic interoperability for IoT platforms in support of decision making: An experiment on early wildfire detection. Sensors (Switzerland), 19(3), Article 528. https://doi.org/10.3390/s19030528

    2018

    • Kalatzis, N., Avgeris, M., Dechouniotis, D., Papadakis-Vlachopapadopoulos, K., Roussaki, I., & Papavassiliou, S. (2018). Edge computing in iot ecosystems for uav-enabled early fire detection. In Proceedings - 2018 IEEE International Conference on Smart Computing, SMARTCOMP 2018 (pp. 106-114). Article 8421338 (Proceedings - 2018 IEEE International Conference on Smart Computing, SMARTCOMP 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SMARTCOMP.2018.00080
    • Karyotis, V., Avgeris, M., Michaloliakos, M., Tsagkaris, K., & Papavassiliou, S. (2018). Utility Decisions for QoE-QoS Driven Applications in Practical Mobile Broadband Networks. In 2018 Global Information Infrastructure and Networking Symposium, GIIS 2018 Article 8635761 (2018 Global Information Infrastructure and Networking Symposium, GIIS 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GIIS.2018.8635761

    2017

    • Avgeris, M., Kalatzis, N., Dechouniotis, D., Roussaki, I., & Papavassiliou, S. (2017). Semantic resource management of federated IoT testbeds. In S. Distefano, A. Puliafito, D. Bruneo, S. Distefano, & F. Longo (Eds.), Ad-hoc, Mobile, and Wireless Networks - 16th International Conference on Ad Hoc Networks and Wireless, ADHOC-NOW 2017, Proceedings (pp. 25-38). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10517 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-67910-5_3

    2025

    • Trichias, K., Christopoulou, M., Porambage, P., Benzaid, C., Vassiliou, V., Artuñedo Guillén, D., Tsolkas, D., Avgeris, M., Papagianni, C., & Jain, A. (2025). AI/ML as a Key Enabler of 6G Networks: Methodology, Approach and AI-Mechanisms in SNS JU. https://doi.org/10.5281/zenodo.14623109
    This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list.
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